Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-10-20 0.096191 0.103888 0.112075 0.121460 0.131956 0.143370 0.156778
2024-10-27 0.082139 0.092513 0.104210 0.118483 0.135573 0.155565 0.181002
2024-11-03 0.077110 0.089646 0.104428 0.123377 0.147368 0.177214 0.217951
2024-11-10 0.074093 0.088402 0.105910 0.129312 0.160413 0.201302 0.260870
2024-11-17 0.069450 0.084513 0.103473 0.129660 0.165840 0.215609 0.292230
2024-11-24 0.064732 0.080028 0.099731 0.127685 0.167581 0.224626 0.316810
2024-12-01 0.060457 0.075747 0.095828 0.124985 0.167793 0.231140 0.338117
2024-12-08 0.056320 0.071342 0.091393 0.121075 0.165712 0.233749 0.353184
2024-12-15 0.053752 0.068879 0.089415 0.120448 0.168342 0.243748 0.381980
2024-12-22 0.051088 0.066108 0.086799 0.118626 0.168868 0.250274 0.405472
2024-12-29 0.049550 0.064810 0.086170 0.119681 0.173944 0.264796 0.446105
2025-01-05 0.046968 0.061889 0.083005 0.116594 0.171966 0.266871 0.462686
2025-01-12 0.044255 0.058777 0.079574 0.113152 0.169601 0.268891 0.481582
2025-01-19 0.041858 0.056031 0.076568 0.110226 0.167939 0.272180 0.504391
2025-01-26 0.041512 0.056264 0.078049 0.114622 0.179399 0.301681 0.592926
2025-02-02 0.041394 0.056814 0.080027 0.119978 0.193172 0.338023 0.709543
2025-02-09 0.040140 0.055567 0.079096 0.120292 0.197577 0.355770 0.784290
2025-02-16 0.038532 0.053694 0.077056 0.118508 0.197744 0.364363 0.836382
2025-02-23 0.036903 0.051717 0.074741 0.116069 0.196368 0.369295 0.879385
2025-03-02 0.035162 0.049492 0.071917 0.112534 0.192467 0.367887 0.902476
2025-03-09 0.034116 0.048323 0.070772 0.111967 0.194567 0.380968 0.977619
2025-03-16 0.032929 0.046880 0.069101 0.110318 0.194247 0.388122 1.035354
2025-03-23 0.032294 0.046296 0.068840 0.111273 0.199542 0.410217 1.157296